Pradeep Ramola

Snapshot

Now MS Computer Science student at University at Buffalo, SUNY Building applied AI, LLM, NLP, and computer vision projects Open to software engineering, full-stack, AI/ML, research, internship, and full-time roles

Before 4+ years as Full Stack Software Engineer at NEC Software Solutions Production systems across public-safety and enterprise workflows 30+ high-priority incidents resolved, 10,000+ daily records optimized, 50,000+ officers supported

Featured Work

Project	Stack	Signal
AI-Native Delivery Control Tower	Python, FastAPI, Streamlit, Ollama	Agent planning, patch generation, validation, risk scoring, policy gates, canary signals, rollback handling
Vision Transformer for CIFAR-10	Python, PyTorch, Computer Vision	ViT from scratch with patch embeddings, CLS token, attention analysis, ablation studies
BERT Fine-Tuning for Hate Speech	Python, PyTorch, Hugging Face, NLP	LoRA/PEFT fine-tuning, fairness analysis, attention-based explainability
TinyGPT: Character-Level GPT	Python, PyTorch, Transformers	145K-parameter decoder-only GPT with causal multi-head self-attention and autoregressive generation
Victor AI	IBM watsonx Orchestrate, Multi-Agent Workflows, Web Scraping	Agentic assistant for international students across 50+ universities
BrailleSense	Speech Recognition, Computer Vision, Braille Translation	Real-time speech, text, and video to Braille accessibility translator

Tech Stack From My Resume

Languages

Python Java C# JavaScript C++ TypeScript SQL

Frameworks & Libraries

.NET Core .NET Framework Angular React Spring Boot Ext JS PyTorch Hugging Face Transformers OpenCV Scikit-learn Pandas NumPy

AI / ML

LLMs Fine-Tuning LoRA PEFT RAG Agentic AI NLP Computer Vision Transformer Architectures LangGraph LangChain Vector Databases Optuna

Databases

Microsoft SQL Server PL/SQL PostgreSQL Oracle 12c MongoDB

Cloud & DevOps

Azure Azure AD AWS Docker Git SVN CI/CD REST APIs Microservices Postman Jira

Tools & IDEs

Visual Studio VS Code Sencha Cmd Jupyter Notebook PyCharm SSMS PL/SQL Developer

Practices

Agile Scrum TDD Code Review RCA KT Sessions System Design

GitHub Signal

Connect

• Portfolio: pradeep-ramola.github.io
• Email: pramola@buffalo.edu
• LinkedIn: linkedin.com/in/pradeep-singh-ramola
• LeetCode: leetcode.com/u/pradeepramola

Building production-minded software with an AI edge